Partial Fairness Awareness: Belief-Guided Strategic Mechanism for Strategic Agents

ArXi:2606.00826v1 Announce Type: new Strategic machine learning investigates scenarios where agents manipulate their features to receive favorable decisions from predictive models. To address fairness concerns intrinsic to strategic classification, recent work has